.

0 (hodnocen0 x )

(0.5) Půjčeno:1x 

BK

Boca Raton : Chapman & Hall/CRC, 2006

275 s. : il., grafy ; 24 cm

ISBN 1-58488-539-4 (brož.)

Obsahuje tabulky

Bibliografie na s. 259-270, rejstřík

000116116

1 An Introduction to R 1 // 1.1 What Is R? 1 // 1.2 Installing R 2 // 1.3 Help and Documentation 4 // 1.4 Data Objects in R 5 // 1.5 Data Import and Export 9 // 1.6 Basic Data Manipulation 11 // 1.7 Simple Summary Statistics 14 // 1.8 Organising an Analysis 18 // 1.9 Summary 20 // 2 Simple Inference 21 // 2.1 Introduction 21 // 2.2 Statistical Tests 25 // 2.3 Analysis Using R 29 // 2.4 Summary 39 // 3 Conditional Inference 41 // 3.1 Introduction 41 // 3.2 Conditional Test Procedures 44 // 3.3 Analysis Using R 46 // 3.4 Summary 53 // 4 Analysis of Variance 55 // 4.1 Introduction 55 // 4.2 Analysis of Variance 58 // 4.3 Analysis Using R 59 // 4.4 Summary 71 // 5 Multiple Linear Regression 73 // 5.1 Introduction 73 // 5.2 Multiple Linear Regression 74 // 5.3 Analysis Using R 76 // 5.4 Summary 85 // 6 Logistic Regression and Generalised Linear Models 89 // 6.1 Introduction 89 // 6.2 Logistic Regression and Generalised Linear Models 92 // 6.3 Analysis Using R 94 // 6.4 Summary 106 // 7 Density Estimation 109 // 7.1 Introduction 109 // 7.2 Density Estimation 111 // 7.3 Analysis Using R 117 // 7.4 Summary 125 // 8 Recursive Partitioning 131 // 8.1 Introduction 131 // 8.2 Recursive Partitioning 131 // 8.3 Analysis Using R 133 // 8.4 Summary 141 // 9 Survival Analysis 143 // 9.1 Introduction 143 // 9.2 Survival Analysis 144 // 9.3 Analysis Using R 150 // 9.4 Summary 157 // 10 Analysing Longitudinal Data I 159 // 10.1 Introduction 159 // 10.2 Analysing Longitudinal Data 162 //

10.3 Linear Mixed Effects Models 163 // 10.4 Analysis Using R 165 // 10.5 Prediction of Random Effects 168 // 10.6 The Problem of Dropouts 169 // 10.7 Summary 172 // 11 Analysing Longitudinal Data II 175 // 11.1 Introduction 175 // 11.2 Generalised Estimating Equations 177 // 11.3 Analysis Using R 179 // 11.4 Summary 194 // 12 Meta-Analysis 197 // 12.1 Introduction 197 // 12.2 Systematic Reviews and Met a-Analysis 199 // 12.3 Statistics of Meta-Analysis 201 // 12.4 Analysis Using R 202 // 12.5 Met a-Regression 203 // 12.6 Publication Bias // 12.7 Summary // 207 // 211 // 13 Principal Component Analysis 215 // 13.1 Introduction 215 // 13.2 Principal Component Analysis 215 // 13.3 Analysis Using R 218 // 13.4 Summary 223 // 14 Multidimensional Scaling 227 // 14.1 Introduction 227 // 14.2 Multidimensional Scaling 227 // 14.3 Analysis Using R 233 // 14.4 Summary 239 // 15 Cluster Analysis 243 // 15.1 Introduction 243 // 15.2 Cluster Analysis 245 // 15.3 Analysis Using R 248 // 15.4 Summary 253 // Bibliography 259 // Index // 271